compound-engineering

To reduce technical debt, the compound engineering methodology implements a systematic Plan, Work, Review, and Compound loop. This structured development cycle ensures each feature build captures learnings and patterns, making future work easier.

Compound engineering is a development methodology where each cycle makes future work easier. It enforces a structured Plan, Work, Review, and Compound loop to systematically manage features, reduce complexity, and codify institutional knowledge.

You systematically plan and execute a feature by following the Plan, Work, Review, and Compound loop. First create a detailed plan, execute it systematically, review the outcome, and document lessons learned to improve the next cycle.

You capture engineering knowledge by integrating documentation into the Review and Compound phases. This codifies decisions, patterns, and failures from each development cycle, building institutional knowledge to enhance future efficiency.

Yes, this methodology is explicitly designed for AI-assisted development workflows. It facilitates systematic feature planning and execution while emphasizing documentation and learning capture to reduce technical debt.

You should use a structured development methodology when technical debt and complexity are accumulating. It establishes a system where capturing learnings and patterns reduces future friction, unlike ad-hoc coding which compounds debt.